Record, CLM, bronze and silver
CLM-400460
Received 2026-02-04T21:04:23Z, line 27,530 of the CLM feed
CLMSingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | OBrien, Julia | Julia | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Obrien | Changed |
| Date of birth | 1940-01-03 | 1940-01-03 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| ···· | — | Unchanged | |
| Address | 497 Oak Street | 497 Oak St | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85280 | 85280 | Unchanged |
| Group | GRP-6484 | GRP-6484 | Unchanged |
| Plan | CHOICE-PLUS-PPO·· | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.66
- Name key
- julia|obrien
- Address key
- 497|oak|85280
- Canonical first
- julia
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-100628 | 0.81 | Scored | — | Sent to steward |
| ENR-100627 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010449
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Julia Obrien, 1940-01-03, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0024250.81Open
Audit
1 hash-chained entry for this record
- Record linked automatically27eb9e3ff02026-10-19 19:31:28, scoring_agentidentity id MBR-027198, confidence 1, method probabilistic, matched record TPA-50202, policy version 1